A dynamic and on-line ensemble regression for changing environments
نویسندگان
چکیده
منابع مشابه
A dynamic and on-line ensemble regression for changing environments
On-line learning in environments and applications with time-varying behavior pose serious challenges. Changes may lead the learning model designed with old data, to become inconsistent with the new data, so that adaptation strategies are necessary. Unfortunately, most adaptation strategies are performed only on a batch basis, i.e. after accumulating certain number of samples. This process usual...
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ژورنال
عنوان ژورنال: Expert Systems with Applications
سال: 2015
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2014.11.053